Prasanna V. Balachandran

Accelerated search for materials with targeted properties by adaptive design

Dezhen Xue, Prasanna V. Balachandran, John Hogden et al. · Nature Communications · 2016 · 791 citations · Full text

Natural Sciences, Materials Engineering, Materials Science +17

Active learning in materials science with emphasis on adaptive sampling using uncertainties for targeted design

Turab Lookman, Prasanna V. Balachandran, Dezhen Xue et al. · npj Computational Materials · 2019 · 686 citations · Full text

Natural Sciences, Materials Engineering, Materials Science +17

Accelerated Discovery of Large Electrostrains in BaTiO₃‐Based Piezoelectrics Using Active Learning

Ruihao Yuan, Zhen Liu, Prasanna V. Balachandran et al. · Advanced Materials · 2018 · 377 citations · Full text

Natural Sciences, Materials Engineering, Materials Science +16

An informatics approach to transformation temperatures of NiTi-based shape memory alloys

Dezhen Xue, Deqing Xue, Ruihao Yuan et al. · Acta Materialia · 2017 · 272 citations · Full text

Natural Sciences, Materials Engineering, Materials Science +15

Adaptive Strategies for Materials Design using Uncertainties

Prasanna V. Balachandran, Dezhen Xue, James Theiler et al. · Scientific Reports · 2016 · 228 citations · Full text

Natural Sciences, Materials Engineering, Materials Science +14